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Xiaoying Gao
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2020 – today
- 2024
- [j27]Wenyang Meng
, Ying Li, Xiaoying Gao
, Jianbin Ma
:
Ensemble classifiers using multi-objective Genetic Programming for unbalanced data. Appl. Soft Comput. 158: 111554 (2024) - [j26]Wenlong Fu
, Bing Xue
, Xiaoying Gao, Mengjie Zhang
:
Genetic Programming for Document Classification: A Transductive Transfer Learning System. IEEE Trans. Cybern. 54(2): 1119-1132 (2024) - [j25]Yi He
, Xiaoying Gao
, Fuyang Chen
, Shize Qin
:
Missing-Signal Tolerant Condition Monitoring via Multiscale Features and Domain Adaptation. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [c84]Junjia Feng, Mingqian Lin, Lin Shang, Xiaoying Gao:
Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification. LREC/COLING 2024: 1996-2005 - [c83]Kaixuan Jia, Jianbin Ma, Xiaoying Gao, Jiaxin Niu:
Archive-based multiple feature construction methods using adaptive Genetic Programming. GECCO Companion 2024: 503-506 - [c82]Qiaoman Li, Xiaoying Gao, Wenyang Meng
, Jianbin Ma:
Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data. GECCO Companion 2024: 519-522 - [c81]Trevor Londt, Xiaoying Gao, Yi Mei:
A Cooperative Coevolution Neural Architecture Search Approach for Evolving Convolutional Neural Networks. GECCO Companion 2024: 599-602 - 2023
- [j24]Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang:
Multi-head attention based candidate segment selection in QA over hybrid data. Intell. Data Anal. 27(6): 1839-1852 (2023) - [j23]Jianbin Ma, Xiaoying Gao, Ying Li:
Multi-generation multi-criteria feature construction using Genetic Programming. Swarm Evol. Comput. 78: 101285 (2023) - [c80]Trevor Londt
, Xiaoying Gao
, Peter Andreae
, Yi Mei
:
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. AI (2) 2023: 416-428 - [c79]Mingqian Lin, Lin Shang, Xiaoying Gao:
Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming. ICDM (Workshops) 2023: 371-378 - [c78]Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei:
A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search. SSCI 2023: 1814-1820 - [i3]Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei:
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. CoRR abs/2312.07760 (2023) - 2022
- [j22]Guopeng Liu, Jianbin Ma, Tongle Hu, Xiaoying Gao:
A feature selection method with feature ranking using genetic programming. Connect. Sci. 34(1): 1146-1168 (2022) - [j21]Kosisochukwu Judith Madukwe
, Xiaoying Gao, Bing Xue:
Token replacement-based data augmentation methods for hate speech detection. World Wide Web 25(3): 1129-1150 (2022) - [c77]Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang:
Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases. NLPCC (1) 2022: 837-849 - [c76]Finn Sargisson, Xiaoying Gao, Bing Xue:
Learning CNN architecture for multi-view text classification using genetic algorithms. SSCI 2022: 1507-1514 - 2021
- [j20]Mahdi Abdollahi
, Xiaoying Gao
, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag
:
Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques. Artif. Intell. Medicine 120: 102167 (2021) - [j19]Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang
:
Transductive transfer learning based Genetic Programming for balanced and unbalanced document classification using different types of features. Appl. Soft Comput. 103: 107172 (2021) - [j18]Wenlong Fu, Bing Xue, Xiaoying Gao
, Mengjie Zhang:
Output-based transfer learning in genetic programming for document classification. Knowl. Based Syst. 212: 106597 (2021) - [j17]Jingyi Wu
, Lin Shang, Xiaoying Gao:
Sentiment Time Series Calibration for Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2407-2420 (2021) - [c75]Hayden Andersen, Sean Stevenson, Tuan Ha
, Xiaoying Gao, Bing Xue:
Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches. CEC 2021: 1241-1248 - [c74]Trevor Londt
, Xiaoying Gao
, Peter Andreae
:
Evolving Character-Level DenseNet Architectures Using Genetic Programming. EvoApplications 2021: 665-680 - [c73]Tuan Ha
, Xiaoying Gao
:
Fake News Detection Using Multiple-View Text Representation. PRICAI (2) 2021: 100-112 - [c72]Kosisochukwu Judith Madukwe
, Xiaoying Gao
, Bing Xue
:
What Emotion Is Hate? Incorporating Emotion Information into the Hate Speech Detection Task. PRICAI (2) 2021: 273-286 - [c71]Tuan Ha
, Xiaoying Gao:
Evolving Multi-view Autoencoders for Text Classification. WI/IAT 2021: 270-276 - [e2]Xiaoying Gao, Guangyan Huang, Jie Cao, Jian Cao, Ke Deng:
WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021 - Workshop/Special Session. ACM 2021, ISBN 978-1-4503-9187-0 [contents] - 2020
- [j16]Shahida Jabeen
, Xiaoying Gao, Peter Andreae:
Semantic association computation: a comprehensive survey. Artif. Intell. Rev. 53(6): 3849-3899 (2020) - [j15]Jianbin Ma
, Xiaoying Gao:
Designing genetic programming classifiers with feature selection and feature construction. Appl. Soft Comput. 97(Part B): 106826 (2020) - [j14]Jianbin Ma
, Xiaoying Gao:
A filter-based feature construction and feature selection approach for classification using Genetic Programming. Knowl. Based Syst. 196: 105806 (2020) - [c70]Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue:
In Data We Trust: A Critical Analysis of Hate Speech Detection Datasets. WOAH 2020: 150-161 - [c69]Mahdi Abdollahi
, Xiaoying Gao
, Yi Mei
, Shameek Ghosh, Jinyan Li:
Ontology-Guided Data Augmentation for Medical Document Classification. AIME 2020: 78-88 - [c68]Hayden Andersen, Xiaoying Gao, Bing Xue, Mengjie Zhang:
Evolving network structures for text classification using genetic algorithms. GECCO Companion 2020: 109-110 - [c67]Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue:
A GA-Based Approach to Fine-Tuning BERT for Hate Speech Detection. SSCI 2020: 2821-2828 - [c66]Mahdi Abdollahi, Xiaoying Gao, Yi Mei
, Shameek Ghosh, Jinyan Li:
A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset. WI/IAT 2020: 357-364 - [c65]Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue:
Dependency-Based Embedding for Distinguishing Between Hate Speech and Offensive Language. WI/IAT 2020: 860-868 - [e1]Jing He, Hemant Purohit, Guangyan Huang, Xiaoying Gao, Ke Deng:
IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI/IAT 2020, Melbourne, Australia, December 14-17, 2020. IEEE 2020, ISBN 978-1-6654-1924-6 [contents] - [i2]Trevor Londt, Xiaoying Gao, Bing Xue, Peter Andreae:
Evolving Character-level Convolutional Neural Networks for Text Classification. CoRR abs/2012.02223 (2020) - [i1]Trevor Londt, Xiaoying Gao, Peter Andreae:
Evolving Character-Level DenseNet Architectures using Genetic Programming. CoRR abs/2012.02327 (2020)
2010 – 2019
- 2019
- [j13]Yi Zheng, Hui Peng, Xiaocai Zhang
, Zhixun Zhao, Xiaoying Gao, Jinyan Li:
DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions. BMC Bioinform. 20-S(19): 661 (2019) - [j12]Yi Zheng, Hui Peng, Xiaocai Zhang
, Zhixun Zhao, Xiaoying Gao, Jinyan Li:
Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces. BMC Bioinform. 20-S(23): 605 (2019) - [c64]Kosisochukwu Judith Madukwe, Xiaoying Gao:
The Thin Line Between Hate and Profanity. Australasian Conference on Artificial Intelligence 2019: 344-356 - [c63]Mahdi Abdollahi
, Xiaoying Gao, Yi Mei
, Shameek Ghosh, Jinyan Li:
An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. CEC 2019: 119-126 - [c62]Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang:
Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning. CEC 2019: 2260-2267 - [c61]Mahdi Abdollahi
, Xiaoying Gao, Yi Mei
, Shameek Ghosh, Jinyan Li:
Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. PRICAI (3) 2019: 457-473 - 2018
- [c60]Mahdi Abdollahi
, Xiaoying Gao, Yi Mei
, Shameek Ghosh, Jinyan Li:
Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes. Australasian Conference on Artificial Intelligence 2018: 104-110 - [c59]Xiaohan Bai, Xiaoying Gao, Bing Xue
:
Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining. CEC 2018: 1-8 - [c58]Yi Zheng, Hui Peng, Xiaocai Zhang
, Xiaoying Gao, Jinyan Li:
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. IJCNN 2018: 1-7 - 2017
- [c57]Santosh Kumar, Xiaoying Gao, Ian Welch
:
Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation. AINA 2017: 704-711 - [c56]Wenlong Fu, Bing Xue
, Mengjie Zhang, Xiaoying Gao:
Transductive Transfer Learning in Genetic Programming for Document Classification. SEAL 2017: 556-568 - [c55]Martin Mikula, Xiaoying Gao, Kristína Machova:
Adapting sentiment analysis system from English to Slovak. SSCI 2017: 1-8 - 2016
- [j11]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Query aspects approach to web search. Web Intell. 14(3): 173-197 (2016) - [c54]Santosh Kumar, Xiaoying Gao, Ian Welch
, Masood Mansoori
:
A Machine Learning Based Web Spam Filtering Approach. AINA 2016: 973-980 - [c53]Chahine Koleejan, Xiaoying Gao:
View-based text representation. CEC 2016: 263-270 - [c52]Santosh Kumar, Xiaoying Gao, Ian Welch:
Novel Features for Web Spam Detection. ICTAI 2016: 593-597 - [c51]Santosh Kumar, Xiaoying Gao, Ian Welch
:
Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution. PKAW 2016: 43-54 - [c50]Jiaheng Wang
, Bing Xue, Xiaoying Gao, Mengjie Zhang:
A Differential Evolution Approach to Feature Selection and Instance Selection. PRICAI 2016: 588-602 - 2015
- [j10]David X. Wang, Xiaoying Gao, Peter Andreae:
DIKEA: Exploiting Wikipedia for keyphrase extraction. Web Intell. 13(3): 153-165 (2015) - [c49]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Multi-objective multi-view clustering ensemble based on evolutionary approach. CEC 2015: 1696-1703 - [c48]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II). DSAA 2015: 1-9 - [c47]Abdul Wahid, Xiaoying Gao, Peter Andreae:
A Soft Subspace Clustering Method for Text Data Using a Probability Based Feature Weighting Scheme. WISE (2) 2015: 124-138 - 2014
- [c46]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Multi-view clustering of web documents using multi-objective genetic algorithm. IEEE Congress on Evolutionary Computation 2014: 2625-2632 - [c45]Alexandre Sawczuk da Silva, Xiaoying Gao, Peter Andreae:
Wallace: Incorporating Search into Chatting. PRICAI 2014: 842-848 - [c44]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Using Asymmetric Associations for Commonsense Causality Detection. PRICAI 2014: 877-883 - [c43]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Probabilistic Associations as a Proxy for Semantic Relatedness. WISE (1) 2014: 512-522 - [c42]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
A Hybrid Model for Learning Semantic Relatedness Using Wikipedia-Based Features. WISE (1) 2014: 523-533 - 2013
- [j9]Jia Liu, Yumin Zhang, Lei Guo, Xiaoying Gao:
A multi-objective antidisturbance robust filter for SINS/GPS navigation systems. Int. J. Intell. Comput. Cybern. 6(3): 216-231 (2013) - [j8]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Query directed clustering. Knowl. Inf. Syst. 36(3): 693-729 (2013) - [j7]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
CPRel: Semantic Relatedness Computation Using Wikipedia based Context Profiles. Res. Comput. Sci. 70: 57-68 (2013) - [c41]Liam Cervante, Xiaoying Gao:
Information and Rough Set Theory Based Feature Selection Techniques. AMT 2013: 166-176 - [c40]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
Anatomy of Drive-by Download Attack. AISC 2013: 49-58 - [c39]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand. LCN 2013: 300-303 - [c38]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Directional Context Helps: Guiding Semantic Relatedness Computation by Asymmetric Word Associations. WISE (1) 2013: 92-101 - [c37]Abdul Wahid, Xiaoying Gao, Peter Andreae:
Exploiting User Queries for Search Result Clustering. WISE (1) 2013: 111-120 - 2012
- [j6]Lei Guo, Songyin Cao
, Chuntang Qi, Xiaoying Gao:
Initial alignment for nonlinear inertial navigation systems with multiple disturbances based on enhanced anti-disturbance filtering. Int. J. Control 85(5): 491-501 (2012) - [c36]John Park, Xiaoying Gao, Peter Andreae:
Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. ADMA 2012: 91-99 - [c35]Carson Bruce, Xiaoying Gao, Peter Andreae, Shahida Jabeen:
Query Expansion Powered by Wikipedia Hyperlinks. Australasian Conference on Artificial Intelligence 2012: 421-432 - [c34]David X. Wang, Xiaoying Gao, Peter Andreae:
DIKEA: Domain-Independent Keyphrase Extraction Algorithm. Australasian Conference on Artificial Intelligence 2012: 719-730 - [c33]David X. Wang, Xiaoying Gao, Peter Andreae:
Automatic Keyword Extraction from Single-Sentence Natural Language Queries. PRICAI 2012: 637-648 - [c32]Shahida Jabeen, Xiaoying Gao, Peter Andreae:
Harnessing Wikipedia Semantics for Computing Contextual Relatedness. PRICAI 2012: 861-865 - [c31]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
A Novel Scoring Model to Detect Potential Malicious Web Pages. TrustCom 2012: 254-263 - 2011
- [c30]Phiradit Worawitphinyo, Xiaoying Gao, Shahida Jabeen:
Improving Suffix Tree Clustering with New Ranking and Similarity Measures. ADMA (2) 2011: 55-68 - [c29]Van Lam Le, Ian Welch
, Xiaoying Gao, Peter Komisarczuk:
Two-Stage Classification Model to Detect Malicious Web Pages. AINA 2011: 113-120 - [c28]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
Identification of Potential Malicious Web Pages. AISC 2011: 33-40 - [c27]Giang-Son Nguyen, Xiaoying Gao, Peter Andreae:
Phoneme Based Representation for Vietnamese Web Page Classification. Web Intelligence 2011: 15-22 - 2010
- [j5]Jun Wang, Yunpeng Wu, Xuening Liu, Xiaoying Gao:
Knowledge acquisition method from domain text based on theme logic model and artificial neural network. Expert Syst. Appl. 37(1): 267-275 (2010) - [c26]Glen Robertson, Xiaoying Gao:
Improving AbraQ: An Automatic Query Expansion Algorithm. Web Intelligence 2010: 653-656
2000 – 2009
- 2009
- [c25]Giang-Son Nguyen, Xiaoying Gao, Peter Andreae:
Vietnamese Document Representation and Classification. Australasian Conference on Artificial Intelligence 2009: 577-586 - [c24]Giang-Son Nguyen, Xiaoying Gao, Peter Andreae:
Text Categorization for Vietnamese Documents. Web Intelligence/IAT Workshops 2009: 466-469 - 2008
- [j4]Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang:
Detecting data records in semi-structured web sites based on text token clustering. Integr. Comput. Aided Eng. 15(4): 297-311 (2008) - [c23]Xiang Wang, Rui Guo, Jizhong Liu, Xiaoying Gao, Lina Wang, Wei Lei, Zhiying Liu, Chi Zhang, Ke Zuo:
A Novel Alternative Weighted Fuzzy C-Means Algorithm and Cluster Validity Analysis. PACIIA (2) 2008: 130-134 - 2007
- [j3]Mengjie Zhang, Xiaoying Gao, Weijun Lou:
A New Crossover Operator in Genetic Programming for Object Classification. IEEE Trans. Syst. Man Cybern. Part B 37(5): 1332-1343 (2007) - [c22]Le Phong Bao Vuong, Xiaoying Gao:
Using Clustering for Web Information Extraction. Australian Conference on Artificial Intelligence 2007: 415-424 - [c21]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
Exploiting underrepresented query aspects for automatic query expansion. KDD 2007: 191-200 - [c20]Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang:
Automatic Data Record Detection in Web Pages. KSEM 2007: 349-361 - [c19]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
QC4 - A Clustering Evaluation Method. PAKDD 2007: 59-70 - [c18]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
Understanding Query Aspects with applications to Interactive Query Expansion. Web Intelligence 2007: 691-695 - 2006
- [c17]Xiaoying Gao, Mengjie Zhang:
Information Extraction from A Whole Web Site. AMT 2006: 52-57 - [c16]Mengjie Zhang, Xiaoying Gao, Weijun Lou:
GP for Object Classification: Brood Size in Brood Recombination Crossover. Australian Conference on Artificial Intelligence 2006: 274-284 - [c15]Xiaoying Gao, Mengjie Zhang, Minh Duc Cao
:
TreeWrapper: Automatic Data Extraction Based on Tree Representation. Australian Conference on Artificial Intelligence 2006: 566-576 - [c14]Mengjie Zhang, Xiaoying Gao, Weijun Lou:
Looseness Controlled Crossover in GP for Object Recognition. IEEE Congress on Evolutionary Computation 2006: 1285-1292 - [c13]Mengjie Zhang, Xiaoying Gao, Minh Duc Cao
, Yuejin Ma:
Neural Networks for Scientific Paper Classification. ICICIC (2) 2006: 51-54 - [c12]Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma:
Modelling Citation Networks for Improving Scientific Paper Classification Performance. PRICAI 2006: 413-422 - [c11]Mengjie Zhang, Xiaoying Gao, Weijun Lou, Dongping Qian:
Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition. PRICAI 2006: 923-928 - [c10]Daniel Crabtree, Peter Andreae, Xiaoying Gao:
Query Directed Web Page Clustering. Web Intelligence 2006: 202-210 - [c9]Le Phong Bao Vuong, Xiaoying Gao, Mengjie Zhang:
Data Extraction from Semi-structured Web Pages by Clustering. Web Intelligence 2006: 374-377 - 2005
- [c8]Minh Duc Cao
, Xiaoying Gao:
Combining Contents and Citations for Scientific Document Classification. Australian Conference on Artificial Intelligence 2005: 143-152 - [c7]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Improving Web Clustering by Cluster Selection. Web Intelligence 2005: 172-178 - [c6]Daniel Crabtree, Xiaoying Gao, Peter Andreae:
Standardized Evaluation Method for Web Clustering Results. Web Intelligence 2005: 280-283 - 2004
- [j2]Xiaoying Gao, Mengjie Zhang:
A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites. Int. J. Artif. Intell. Tools 13(3): 721-738 (2004) - [j1]Xiaoying Gao, Mengjie Zhang, Peter Andreae:
Automatic Pattern Construction For Web Information Extraction. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 12(4): 447-470 (2004) - [c5]Xiaoying Gao, Peter Andreae, Richard Collins:
Approximately Repetitive Structure Detection for Wrapper Induction. PRICAI 2004: 585-594 - 2003
- [c4]Xiaoying Gao, Mengjie Zhang:
Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites. IAT 2003: 119-125 - [c3]Xiaoying Gao, Mengjie Zhang, Peter Andreae:
Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling. Web Intelligence 2003: 495-498 - 2000
- [c2]Xiaoying Gao, Leon Sterling:
Knowledge-Based Information Agents. PRICAI Workshops 2000: 229-238
1990 – 1999
- 1998
- [c1]Xiaoying Gao, Leon Sterling:
Classified Advertisement Search Agent (CASA): A Knowledge-Based Information Agent for Searching Semi-Structured Text. PAAM 1998: 621-622
Coauthor Index
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